Deep learning-based automatic pipeline for 3D needle localization on intra-procedural 3D MRI.
Wenqi ZhouXinzhou LiFatemeh ZabihollahyDavid S LuHolden H WuPublished in: International journal of computer assisted radiology and surgery (2024)
The proposed automatic pipeline achieved rapid pixel-level 3D needle localization on intra-procedural 3D MRI without requiring a large 3D training dataset and has the potential to assist MRI-guided percutaneous interventions.
Keyphrases
- deep learning
- contrast enhanced
- ultrasound guided
- magnetic resonance imaging
- diffusion weighted imaging
- machine learning
- artificial intelligence
- convolutional neural network
- computed tomography
- physical activity
- minimally invasive
- risk assessment
- climate change
- loop mediated isothermal amplification
- sensitive detection